{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "import librosa\n",
    "import noisereduce as nr #降噪\n",
    "from ffmpy3 import FFmpeg #需要先下载ffmpeg可执行文件，然后pip install ffmpy3\n",
    "from scipy.io import wavfile \n",
    "import matplotlib.pyplot as plt\n",
    "import librosa.display\n",
    "\n",
    "file=r\".\\data\\urban.flv\" "
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "选取一段两分钟左右的带货直播片段，然后进行视频的切割、声音提取、音频降噪处理，最后对比一下降噪前后的效果"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      ".\\data\\urban_part.mp4\n"
     ]
    }
   ],
   "source": [
    "def cut_video(filename,start,duration):\n",
    "    infile=filename\n",
    "    outfile=filename.replace('.flv','_part.mp4')\n",
    "    print(outfile)\n",
    "    ff=FFmpeg(\n",
    "        inputs={infile:None},\n",
    "        outputs={outfile:[\n",
    "                '-ss', str(start), #开始时间\n",
    "                '-t', str(duration), #持续时间\n",
    "                '-vcodec', 'copy',\n",
    "                '-acodec', 'copy'\n",
    "            ]}\n",
    "    )\n",
    "    ff.run()\n",
    "\n",
    "cut_video(file,'00:00:50','00:00:20')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      ".\\data\\urban_part.wav\n"
     ]
    }
   ],
   "source": [
    "def video_to_voice(filename):\n",
    "    infile=filename\n",
    "    outfile=filename.replace(\".mp4\",\".wav\")\n",
    "    print(outfile)\n",
    "    ff=FFmpeg(\n",
    "        executable=r\"C:\\Program Files\\ffmpeg-6.0-full_build\\bin\\ffmpeg.exe\",\n",
    "        inputs={infile:None},\n",
    "        outputs={outfile:None}\n",
    "    )\n",
    "    ff.run()\n",
    "    \n",
    "videofile=r\".\\data\\urban_part.mp4\"\n",
    "video_to_voice(videofile)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def draw(filename):\n",
    "    y,sr=librosa.load(filename)\n",
    "    plt.figure()\n",
    "    plt.title(\"Audio signal as waveform\")\n",
    "    librosa.display.waveshow(y, sr=sr)\n",
    "    plt.show()\n",
    "\n",
    "voicefile=r\".\\data\\urban_part.wav\"\n",
    "draw(voicefile)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      ".\\data\\urban_part_denoise.wav\n"
     ]
    }
   ],
   "source": [
    "def reduce_noise(filename):\n",
    "    y,sr=librosa.load(filename)\n",
    "    denoise=nr.reduce_noise(y=y,sr=sr,stationary=False)\n",
    "    outfile=filename.replace(\".wav\", \"_denoise.wav\")\n",
    "    print(outfile)\n",
    "    wavfile.write(outfile,sr,denoise)\n",
    "\n",
    "voicefile=r\".\\data\\urban_part.wav\"\n",
    "reduce_noise(voicefile)        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "denoisefile=r\".\\data\\urban_part_denoise.wav\"\n",
    "draw(denoisefile)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.16"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
